diff --git a/README.md b/README.md
index 405a2cb..eabec24 100644
--- a/README.md
+++ b/README.md
@@ -28,6 +28,11 @@ Give your AI coding agents full visibility into your CI test results. The Curren
 | `currents-get-projects`                 | Retrieves projects available in the Currents platform.                                    |
 | `currents-get-project`                  | Get a single project by ID.                                                               |
 | `currents-get-project-insights`         | Get aggregated run and test metrics for a project within a date range.                    |
+| `currents-list-pull-requests`           | List pull-request cards for a project (runs grouped by meta.pr.id).                       |
+| `currents-list-project-terms`           | List cursor-paginated project terms for one type (tag, branch, authorName, etc.).         |
+| `currents-create-jira-issue`            | Create a Jira issue from a run test using the organization Jira integration.              |
+| `currents-list-jira-projects`           | List Jira projects available for the organization integration.                            |
+| `currents-list-jira-issue-types`        | List Jira issue types and custom fields for a Jira project.                               |
 | `currents-get-runs`                     | Retrieves a list of runs for a specific project with optional filtering.                  |
 | `currents-get-run-details`              | Retrieves details of a specific test run.                                                 |
 | `currents-find-run`                     | Find a run by query parameters.                                                           |
@@ -40,6 +45,7 @@ Give your AI coding agents full visibility into your CI test results. The Curren
 | `currents-get-tests-performance`        | Retrieves aggregated test metrics for a specific project within a date range.             |
 | `currents-get-tests-signatures`         | Generates a unique test signature based on project, spec file path, and test title.       |
 | `currents-get-test-results`             | Retrieves historical test execution results for a specific test signature.                |
+| `currents-get-context`                  | Get test failure context for AI debugging at run, instance, or test level.                |
 | `currents-get-errors-explorer`          | Get aggregated error metrics for a project within a date range.                           |
 | `currents-list-webhooks`                | List all webhooks for a project.                                                          |
 | `currents-create-webhook`               | Create a new webhook for a project.                                                       |
diff --git a/mcp-server/CHANGELOG.md b/mcp-server/CHANGELOG.md
index a661c7e..0589129 100644
--- a/mcp-server/CHANGELOG.md
+++ b/mcp-server/CHANGELOG.md
@@ -1,5 +1,20 @@
 # Changelog
 
+## Unreleased (2026-05-27)
+
+### Added
+
+- MCP tool `currents-get-context` for `GET /context` (registered; failure context for AI debugging).
+- MCP tool `currents-list-pull-requests` for `GET /projects/{projectId}/pull-requests`.
+- MCP tool `currents-list-project-terms` for `GET /projects/{projectId}/terms/{termType}`.
+- MCP tool `currents-create-jira-issue` for `POST /projects/{projectId}/jira/issues`.
+- MCP tool `currents-list-jira-projects` for `GET /integrations/jira/projects`.
+- MCP tool `currents-list-jira-issue-types` for `GET /integrations/jira/projects/{jiraProjectId}/issue-types`.
+
+### Fixed
+
+- `currents-get-context`: export full Zod schema (preserves superRefine validation) for MCP registration.
+
 ## [2.3.1](https://github.com/currents-dev/currents-mcp/compare/v2.3.1-beta.0...v2.3.1) (2026-05-19)
 
 - build process improvements, no user-facing changes
diff --git a/mcp-server/src/server.ts b/mcp-server/src/server.ts
index 1a68292..bfd4da9 100644
--- a/mcp-server/src/server.ts
+++ b/mcp-server/src/server.ts
@@ -16,10 +16,18 @@ import { getAffectedTestExecutionsTool } from "./tools/actions/get-affected-test
 import { listActionsTool } from "./tools/actions/list-actions.js";
 import { listAffectedTestsTool } from "./tools/actions/list-affected-tests.js";
 import { updateActionTool } from "./tools/actions/update-action.js";
+// Context tools
+import { getContextTool } from "./tools/context/get-context.js";
+// Integrations tools
+import { createJiraIssueFromRunTestTool } from "./tools/integrations/create-jira-issue.js";
+import { listJiraIssueTypesTool } from "./tools/integrations/list-jira-issue-types.js";
+import { listJiraProjectsTool } from "./tools/integrations/list-jira-projects.js";
 // Projects tools
 import { getProjectInsightsTool } from "./tools/projects/get-project-insights.js";
 import { getProjectTool } from "./tools/projects/get-project.js";
 import { getProjectsTool } from "./tools/projects/get-projects.js";
+import { listProjectPullRequestsTool } from "./tools/projects/list-project-pull-requests.js";
+import { listProjectTermsTool } from "./tools/projects/list-project-terms.js";
 // Runs tools
 import { cancelRunByGithubCITool } from "./tools/runs/cancel-run-github-ci.js";
 import { cancelRunTool } from "./tools/runs/cancel-run.js";
@@ -194,6 +202,57 @@ server.registerTool(
   getProjectInsightsTool.handler,
 );
 
+
+server.registerTool(
+  "currents-list-pull-requests",
+  {
+    description:
+      "List pull-request cards for a project (runs grouped by meta.pr.id). Supports cursor pagination, runs_per_pr preview count, and filters by tags, branches, authors, and latest-run status. Requires projectId.",
+    inputSchema: listProjectPullRequestsTool.schema,
+  },
+  listProjectPullRequestsTool.handler,
+);
+
+server.registerTool(
+  "currents-list-project-terms",
+  {
+    description:
+      "List cursor-paginated project terms for one type (tag, branch, authorName, etc.). Supports search, sort direction, and starting_after or ending_before cursors. Requires projectId and termType.",
+    inputSchema: listProjectTermsTool.schema,
+  },
+  listProjectTermsTool.handler,
+);
+
+server.registerTool(
+  "currents-create-jira-issue",
+  {
+    description:
+      "Create a Jira issue from a run test using the organization Jira integration. Requires projectId, runId, testId, jiraInstallationId, jiraProjectId, and jiraIssueType. Optional customFields array.",
+    inputSchema: createJiraIssueFromRunTestTool.schema,
+  },
+  createJiraIssueFromRunTestTool.handler,
+);
+
+server.registerTool(
+  "currents-list-jira-projects",
+  {
+    description:
+      "List Jira projects available for the organization integration. Use returned project IDs as jiraProjectId when creating issues. Requires jira_installation_id.",
+    inputSchema: listJiraProjectsTool.schema,
+  },
+  listJiraProjectsTool.handler,
+);
+
+server.registerTool(
+  "currents-list-jira-issue-types",
+  {
+    description:
+      "List Jira issue types and custom fields for a Jira project. Requires jiraProjectId and jira_installation_id.",
+    inputSchema: listJiraIssueTypesTool.schema,
+  },
+  listJiraIssueTypesTool.handler,
+);
+
 // Runs API tools
 server.registerTool(
   "currents-get-runs",
@@ -317,6 +376,18 @@ server.registerTool(
   getTestResultsTool.handler,
 );
 
+
+// Context API tools
+server.registerTool(
+  "currents-get-context",
+  {
+    description:
+      "Get test failure context for AI debugging at run, instance, or test level. Supports json or md format, detail level, and pagination for failed tests. Requires run_id for run-level, or instance_id with optional test_id.",
+    inputSchema: getContextTool.schema,
+  },
+  getContextTool.handler,
+);
+
 // Errors API tools
 server.registerTool(
   "currents-get-errors-explorer",
diff --git a/mcp-server/src/tools/context/get-context.ts b/mcp-server/src/tools/context/get-context.ts
index 7ffbcef..b315848 100644
--- a/mcp-server/src/tools/context/get-context.ts
+++ b/mcp-server/src/tools/context/get-context.ts
@@ -200,6 +200,6 @@ const handler = async (args: z.infer<typeof zodSchema>) => {
 };
 
 export const getContextTool = {
-  schema: zodSchema.shape,
+  schema: zodSchema,
   handler,
 };
diff --git a/mcp-server/src/tools/integrations/create-jira-issue.ts b/mcp-server/src/tools/integrations/create-jira-issue.ts
new file mode 100644
index 0000000..d62100c
--- /dev/null
+++ b/mcp-server/src/tools/integrations/create-jira-issue.ts
@@ -0,0 +1,64 @@
+import { z } from "zod";
+import { postApi } from "../../lib/request.js";
+import { logger } from "../../lib/logger.js";
+
+const customFieldSchema = z.object({
+  fieldId: z.string().min(1).describe("Jira field ID from issue type discovery."),
+  value: z.string().min(1).describe("String value for the Jira custom field."),
+});
+
+const zodSchema = z.object({
+  projectId: z.string().describe("Currents project ID."),
+  runId: z.string().min(1).describe("Currents run ID containing the test."),
+  testId: z.string().min(1).describe("Test ID within the run."),
+  jiraInstallationId: z
+    .string()
+    .min(1)
+    .describe("Jira installation ID for the org integration (dashboard Installation ID)."),
+  jiraProjectId: z.string().min(1).describe("Jira project ID in which to create the issue."),
+  jiraIssueType: z.string().min(1).describe("Jira issue type ID."),
+  customFields: z
+    .array(customFieldSchema)
+    .optional()
+    .describe("Optional Jira custom fields for issue creation."),
+});
+
+const handler = async ({
+  projectId,
+  runId,
+  testId,
+  jiraInstallationId,
+  jiraProjectId,
+  jiraIssueType,
+  customFields,
+}: z.infer<typeof zodSchema>) => {
+  const body: Record<string, unknown> = {
+    runId,
+    testId,
+    jiraInstallationId,
+    jiraProjectId,
+    jiraIssueType,
+  };
+  if (customFields?.length) {
+    body.customFields = customFields;
+  }
+
+  const path = `/projects/${encodeURIComponent(projectId)}/jira/issues`;
+  logger.info(`Creating Jira issue: ${path}`);
+
+  const data = await postApi(path, body);
+  if (!data) {
+    return {
+      content: [{ type: "text" as const, text: "Failed to create Jira issue" }],
+    };
+  }
+
+  return {
+    content: [{ type: "text" as const, text: JSON.stringify(data, null, 2) }],
+  };
+};
+
+export const createJiraIssueFromRunTestTool = {
+  schema: zodSchema,
+  handler,
+};
diff --git a/mcp-server/src/tools/integrations/list-jira-issue-types.ts b/mcp-server/src/tools/integrations/list-jira-issue-types.ts
new file mode 100644
index 0000000..fd4a8dd
--- /dev/null
+++ b/mcp-server/src/tools/integrations/list-jira-issue-types.ts
@@ -0,0 +1,68 @@
+import { z } from "zod";
+import { fetchApi } from "../../lib/request.js";
+import { logger } from "../../lib/logger.js";
+
+const zodSchema = z.object({
+  jiraProjectId: z
+    .string()
+    .min(1)
+    .max(128)
+    .describe("Jira project ID."),
+  jira_installation_id: z
+    .string()
+    .min(1)
+    .describe("Jira installation ID for the organization integration."),
+  search: z.string().optional().describe("Search issue types by name."),
+  page: z
+    .number()
+    .int()
+    .min(0)
+    .optional()
+    .describe("Page number for discovery results (default: 0)."),
+  limit: z
+    .number()
+    .int()
+    .min(1)
+    .max(100)
+    .optional()
+    .describe("Maximum issue types per page (default: 50, max: 100)."),
+});
+
+const handler = async ({
+  jiraProjectId,
+  jira_installation_id,
+  search,
+  page,
+  limit,
+}: z.infer<typeof zodSchema>) => {
+  const queryParams = new URLSearchParams();
+  queryParams.append("jira_installation_id", jira_installation_id);
+  if (search) {
+    queryParams.append("search", search);
+  }
+  if (page !== undefined) {
+    queryParams.append("page", page.toString());
+  }
+  if (limit !== undefined) {
+    queryParams.append("limit", limit.toString());
+  }
+
+  const path = `/integrations/jira/projects/${encodeURIComponent(jiraProjectId)}/issue-types?${queryParams.toString()}`;
+  logger.info(`Listing Jira issue types: ${path}`);
+
+  const data = await fetchApi(path);
+  if (!data) {
+    return {
+      content: [{ type: "text" as const, text: "Failed to list Jira issue types" }],
+    };
+  }
+
+  return {
+    content: [{ type: "text" as const, text: JSON.stringify(data, null, 2) }],
+  };
+};
+
+export const listJiraIssueTypesTool = {
+  schema: zodSchema,
+  handler,
+};
diff --git a/mcp-server/src/tools/integrations/list-jira-projects.test.ts b/mcp-server/src/tools/integrations/list-jira-projects.test.ts
new file mode 100644
index 0000000..8239ad5
--- /dev/null
+++ b/mcp-server/src/tools/integrations/list-jira-projects.test.ts
@@ -0,0 +1,21 @@
+import { describe, expect, it, vi } from "vitest";
+import * as request from "../../lib/request.js";
+import { listJiraProjectsTool } from "./list-jira-projects.js";
+
+describe("listJiraProjectsTool", () => {
+  it("calls GET /integrations/jira/projects with required installation id", async () => {
+    vi.spyOn(request, "fetchApi").mockResolvedValue({ status: "OK", data: [] });
+
+    await listJiraProjectsTool.handler({
+      jira_installation_id: "inst-1",
+      search: "core",
+      page: 1,
+      limit: 25,
+    });
+
+    const url = vi.mocked(request.fetchApi).mock.calls[0][0] as string;
+    expect(url).toBe(
+      "/integrations/jira/projects?jira_installation_id=inst-1&search=core&page=1&limit=25"
+    );
+  });
+});
diff --git a/mcp-server/src/tools/integrations/list-jira-projects.ts b/mcp-server/src/tools/integrations/list-jira-projects.ts
new file mode 100644
index 0000000..b845851
--- /dev/null
+++ b/mcp-server/src/tools/integrations/list-jira-projects.ts
@@ -0,0 +1,62 @@
+import { z } from "zod";
+import { fetchApi } from "../../lib/request.js";
+import { logger } from "../../lib/logger.js";
+
+const zodSchema = z.object({
+  jira_installation_id: z
+    .string()
+    .min(1)
+    .describe("Jira installation ID for the organization integration."),
+  search: z.string().optional().describe("Search Jira projects by name or key."),
+  page: z
+    .number()
+    .int()
+    .min(0)
+    .optional()
+    .describe("Page number for discovery results (default: 0)."),
+  limit: z
+    .number()
+    .int()
+    .min(1)
+    .max(100)
+    .optional()
+    .describe("Maximum projects per page (default: 50, max: 100)."),
+});
+
+const handler = async ({
+  jira_installation_id,
+  search,
+  page,
+  limit,
+}: z.infer<typeof zodSchema>) => {
+  const queryParams = new URLSearchParams();
+  queryParams.append("jira_installation_id", jira_installation_id);
+  if (search) {
+    queryParams.append("search", search);
+  }
+  if (page !== undefined) {
+    queryParams.append("page", page.toString());
+  }
+  if (limit !== undefined) {
+    queryParams.append("limit", limit.toString());
+  }
+
+  const path = `/integrations/jira/projects?${queryParams.toString()}`;
+  logger.info(`Listing Jira projects: ${path}`);
+
+  const data = await fetchApi(path);
+  if (!data) {
+    return {
+      content: [{ type: "text" as const, text: "Failed to list Jira projects" }],
+    };
+  }
+
+  return {
+    content: [{ type: "text" as const, text: JSON.stringify(data, null, 2) }],
+  };
+};
+
+export const listJiraProjectsTool = {
+  schema: zodSchema,
+  handler,
+};
diff --git a/mcp-server/src/tools/projects/list-project-pull-requests.test.ts b/mcp-server/src/tools/projects/list-project-pull-requests.test.ts
new file mode 100644
index 0000000..4398d60
--- /dev/null
+++ b/mcp-server/src/tools/projects/list-project-pull-requests.test.ts
@@ -0,0 +1,27 @@
+import { describe, expect, it, vi } from "vitest";
+import * as request from "../../lib/request.js";
+import { listProjectPullRequestsTool } from "./list-project-pull-requests.js";
+
+describe("listProjectPullRequestsTool", () => {
+  it("serializes query per OpenAPI (repeated status, bracket arrays)", async () => {
+    vi.spyOn(request, "fetchApi").mockResolvedValue({ status: "OK", data: [] });
+
+    await listProjectPullRequestsTool.handler({
+      projectId: "p1",
+      limit: 20,
+      status: ["PASSED", "FAILED"],
+      tags: ["smoke"],
+      branches: ["main"],
+      authors: ["dev@*"],
+    });
+
+    const url = vi.mocked(request.fetchApi).mock.calls[0][0] as string;
+    expect(url).toContain("/projects/p1/pull-requests?");
+    expect(url).toContain("limit=20");
+    expect(url).toContain("status=PASSED");
+    expect(url).toContain("status=FAILED");
+    expect(url).toContain("tags%5B%5D=smoke");
+    expect(url).toContain("branches%5B%5D=main");
+    expect(url).toContain("authors%5B%5D=dev%40");
+  });
+});
diff --git a/mcp-server/src/tools/projects/list-project-pull-requests.ts b/mcp-server/src/tools/projects/list-project-pull-requests.ts
new file mode 100644
index 0000000..8c91df0
--- /dev/null
+++ b/mcp-server/src/tools/projects/list-project-pull-requests.ts
@@ -0,0 +1,112 @@
+import { z } from "zod";
+import { fetchApi } from "../../lib/request.js";
+import { logger } from "../../lib/logger.js";
+
+const zodSchema = z.object({
+  projectId: z.string().describe("The project ID to list pull requests for."),
+  limit: z
+    .number()
+    .int()
+    .min(1)
+    .max(50)
+    .optional()
+    .describe("Maximum number of PR cards per page (default: 10, max: 50)."),
+  starting_after: z
+    .string()
+    .optional()
+    .describe("Cursor for forward pagination."),
+  ending_before: z
+    .string()
+    .optional()
+    .describe("Cursor for backward pagination."),
+  runs_per_pr: z
+    .number()
+    .int()
+    .min(1)
+    .max(10)
+    .optional()
+    .describe("Number of recent runs to preview per PR card (default: 1, max: 10)."),
+  tags: z
+    .array(z.string())
+    .optional()
+    .describe("Filter by run tags (can be specified multiple times)."),
+  branches: z
+    .array(z.string())
+    .optional()
+    .describe("Filter by git branch names (can be specified multiple times)."),
+  authors: z
+    .array(z.string())
+    .optional()
+    .describe("Filter by git commit author glob patterns (can be specified multiple times)."),
+  tag_operator: z
+    .enum(["AND", "OR"])
+    .optional()
+    .describe("Logical operator for tag filtering. AND requires all tags (default), OR requires any tag."),
+  status: z
+    .array(z.enum(["PASSED", "FAILED", "RUNNING", "FAILING"]))
+    .optional()
+    .describe("Filter PR cards by latest run status (can be specified multiple times)."),
+});
+
+const handler = async ({
+  projectId,
+  limit,
+  starting_after,
+  ending_before,
+  runs_per_pr,
+  tags,
+  branches,
+  authors,
+  tag_operator,
+  status,
+}: z.infer<typeof zodSchema>) => {
+  const queryParams = new URLSearchParams();
+
+  if (limit !== undefined) {
+    queryParams.append("limit", limit.toString());
+  }
+  if (starting_after) {
+    queryParams.append("starting_after", starting_after);
+  }
+  if (ending_before) {
+    queryParams.append("ending_before", ending_before);
+  }
+  if (runs_per_pr !== undefined) {
+    queryParams.append("runs_per_pr", runs_per_pr.toString());
+  }
+  if (tags?.length) {
+    tags.forEach((t) => queryParams.append("tags[]", t));
+  }
+  if (branches?.length) {
+    branches.forEach((b) => queryParams.append("branches[]", b));
+  }
+  if (authors?.length) {
+    authors.forEach((a) => queryParams.append("authors[]", a));
+  }
+  if (tag_operator) {
+    queryParams.append("tag_operator", tag_operator);
+  }
+  if (status?.length) {
+    status.forEach((s) => queryParams.append("status", s));
+  }
+
+  const qs = queryParams.toString();
+  const path = `/projects/${encodeURIComponent(projectId)}/pull-requests${qs ? `?${qs}` : ""}`;
+  logger.info(`Fetching pull requests: ${path}`);
+
+  const data = await fetchApi(path);
+  if (!data) {
+    return {
+      content: [{ type: "text" as const, text: "Failed to retrieve pull requests" }],
+    };
+  }
+
+  return {
+    content: [{ type: "text" as const, text: JSON.stringify(data, null, 2) }],
+  };
+};
+
+export const listProjectPullRequestsTool = {
+  schema: zodSchema,
+  handler,
+};
diff --git a/mcp-server/src/tools/projects/list-project-terms.ts b/mcp-server/src/tools/projects/list-project-terms.ts
new file mode 100644
index 0000000..67a758d
--- /dev/null
+++ b/mcp-server/src/tools/projects/list-project-terms.ts
@@ -0,0 +1,89 @@
+import { z } from "zod";
+import { fetchApi } from "../../lib/request.js";
+import { logger } from "../../lib/logger.js";
+
+const termTypeEnum = z.enum([
+  "tag",
+  "group",
+  "branch",
+  "authorName",
+  "authorEmail",
+  "framework",
+  "frameworkVersion",
+  "clientVersion",
+  "ann_type",
+  "ann_desc",
+]);
+
+const zodSchema = z.object({
+  projectId: z.string().describe("The project ID."),
+  termType: termTypeEnum.describe(
+    "Term kind to list: tag, group, branch, authorName, authorEmail, framework, frameworkVersion, clientVersion, ann_type, or ann_desc."
+  ),
+  limit: z
+    .number()
+    .int()
+    .min(1)
+    .max(100)
+    .optional()
+    .describe("Maximum items per page (default: 100, max: 100)."),
+  dir: z
+    .enum(["asc", "desc"])
+    .optional()
+    .describe("Sort direction by last update time (default: desc)."),
+  starting_after: z.string().optional().describe("Cursor for forward pagination."),
+  ending_before: z.string().optional().describe("Cursor for backward pagination."),
+  search: z
+    .string()
+    .max(128)
+    .optional()
+    .describe("Case-insensitive search filter for term values."),
+});
+
+const handler = async ({
+  projectId,
+  termType,
+  limit,
+  dir,
+  starting_after,
+  ending_before,
+  search,
+}: z.infer<typeof zodSchema>) => {
+  const queryParams = new URLSearchParams();
+
+  if (limit !== undefined) {
+    queryParams.append("limit", limit.toString());
+  }
+  if (dir) {
+    queryParams.append("dir", dir);
+  }
+  if (starting_after) {
+    queryParams.append("starting_after", starting_after);
+  }
+  if (ending_before) {
+    queryParams.append("ending_before", ending_before);
+  }
+  if (search) {
+    queryParams.append("search", search);
+  }
+
+  const qs = queryParams.toString();
+  const path = `/projects/${encodeURIComponent(projectId)}/terms/${encodeURIComponent(termType)}${qs ? `?${qs}` : ""}`;
+  logger.info(`Fetching project terms: ${path}`);
+
+  const data = await fetchApi(path);
+  if (!data) {
+    return {
+      content: [{ type: "text" as const, text: "Failed to retrieve project terms" }],
+    };
+  }
+
+  return {
+    content: [{ type: "text" as const, text: JSON.stringify(data, null, 2) }],
+  };
+};
+
+export const listProjectTermsTool = {
+  schema: zodSchema,
+  handler,
+};